Quickly Boosting Decision Trees - Pruning Underachieving Features Early.
Ron AppelThomas J. FuchsPiotr DollárPietro PeronaPublished in: ICML (3) (2013)
Keyphrases
- decision trees
- feature extraction
- feature construction
- feature selection
- feature set
- feature vectors
- machine learning
- post pruning
- search space
- learning algorithm
- data sets
- low level
- classification accuracy
- co occurrence
- classification models
- weak classifiers
- decision tree algorithm
- pruning methods
- boosted decision trees
- unsupervised feature learning